Scala 12 is compatible with spark 3, use the following package: org.apache.spark:spark-sql-kafka-0-10_2.12:3.0.0

Scala 11 is compatible with spark 2, use the following package: org.apache.spark:spark-sql-kafka-0-10_2.11:2.4.0